如何将客户关联的手机号按phone1-phone9列输出实现无重复CSV导出
多手机号关联客户并导出无重复CSV的实现方案
现有数据结构
- Customer表:存储客户基础信息,字段如下
- ID:客户唯一标识
- firstname:客户名
- lastname:客户姓
示例数据:ID=1对应John Doe,ID=2对应Max Payne
- Phones表:存储客户手机号,字段如下
- ID:手机号记录唯一标识
- CustomerId:关联Customer表的客户ID
- number:手机号内容
示例数据:ID1~ID3均关联CustomerId=1(对应3个手机号),ID4关联CustomerId=2(对应1个手机号)
需求说明
查询结果需要为每个客户生成1行无重复记录,手机号按顺序拆分为phone1到phone9共9列,单个客户最多保留9个手机号,无对应手机号的列留空,可直接导出为符合要求的CSV文件。
实现SQL语句
通用实现思路:先给每个客户的手机号按插入/关联顺序排序,再通过行转列聚合得到单条客户记录。
MySQL 8.0+/MariaDB 10.2+ 版本
WITH ranked_phones AS ( SELECT CustomerId, number, ROW_NUMBER() OVER (PARTITION BY CustomerId ORDER BY ID) AS phone_rank FROM Phones HAVING phone_rank <=9 ) SELECT c.ID AS customer_id, c.firstname, c.lastname, MAX(CASE WHEN rp.phone_rank = 1 THEN rp.number ELSE '' END) AS phone1, MAX(CASE WHEN rp.phone_rank = 2 THEN rp.number ELSE '' END) AS phone2, MAX(CASE WHEN rp.phone_rank = 3 THEN rp.number ELSE '' END) AS phone3, MAX(CASE WHEN rp.phone_rank = 4 THEN rp.number ELSE '' END) AS phone4, MAX(CASE WHEN rp.phone_rank = 5 THEN rp.number ELSE '' END) AS phone5, MAX(CASE WHEN rp.phone_rank = 6 THEN rp.number ELSE '' END) AS phone6, MAX(CASE WHEN rp.phone_rank = 7 THEN rp.number ELSE '' END) AS phone7, MAX(CASE WHEN rp.phone_rank = 8 THEN rp.number ELSE '' END) AS phone8, MAX(CASE WHEN rp.phone_rank = 9 THEN rp.number ELSE '' END) AS phone9 FROM Customer c LEFT JOIN ranked_phones rp ON c.ID = rp.CustomerId GROUP BY c.ID, c.firstname, c.lastname ORDER BY c.ID;
低版本MySQL(无窗口函数支持)
SELECT c.ID AS customer_id, c.firstname, c.lastname, SUBSTRING_INDEX(GROUP_CONCAT(p.number ORDER BY p.ID SEPARATOR ','), ',', 1) AS phone1, IF(LENGTH(p.number_list) - LENGTH(REPLACE(p.number_list, ',', '')) >=1, SUBSTRING_INDEX(SUBSTRING_INDEX(p.number_list, ',', 2), ',', -1), '') AS phone2, IF(LENGTH(p.number_list) - LENGTH(REPLACE(p.number_list, ',', '')) >=2, SUBSTRING_INDEX(SUBSTRING_INDEX(p.number_list, ',', 3), ',', -1), '') AS phone3, IF(LENGTH(p.number_list) - LENGTH(REPLACE(p.number_list, ',', '')) >=3, SUBSTRING_INDEX(SUBSTRING_INDEX(p.number_list, ',', 4), ',', -1), '') AS phone4, IF(LENGTH(p.number_list) - LENGTH(REPLACE(p.number_list, ',', '')) >=4, SUBSTRING_INDEX(SUBSTRING_INDEX(p.number_list, ',', 5), ',', -1), '') AS phone5, IF(LENGTH(p.number_list) - LENGTH(REPLACE(p.number_list, ',', '')) >=5, SUBSTRING_INDEX(SUBSTRING_INDEX(p.number_list, ',', 6), ',', -1), '') AS phone6, IF(LENGTH(p.number_list) - LENGTH(REPLACE(p.number_list, ',', '')) >=6, SUBSTRING_INDEX(SUBSTRING_INDEX(p.number_list, ',', 7), ',', -1), '') AS phone7, IF(LENGTH(p.number_list) - LENGTH(REPLACE(p.number_list, ',', '')) >=7, SUBSTRING_INDEX(SUBSTRING_INDEX(p.number_list, ',', 8), ',', -1), '') AS phone8, IF(LENGTH(p.number_list) - LENGTH(REPLACE(p.number_list, ',', '')) >=8, SUBSTRING_INDEX(SUBSTRING_INDEX(p.number_list, ',', 9), ',', -1), '') AS phone9 FROM Customer c LEFT JOIN ( SELECT CustomerId, GROUP_CONCAT(number ORDER BY ID SEPARATOR ',') AS number_list FROM Phones GROUP BY CustomerId ) p ON c.ID = p.CustomerId GROUP BY c.ID, c.firstname, c.lastname ORDER BY c.ID;
提示:低版本MySQL使用GROUP_CONCAT时如果手机号过长或数量过多,需要提前调整
group_concat_max_len参数,避免内容截断。
PostgreSQL/SQL Server版本
上述MySQL 8.0的CASE WHEN写法可直接复用,仅需调整窗口函数的语法兼容即可。
CSV导出操作
查询执行得到结果后,直接在数据库客户端选择导出为CSV格式即可,所有客户记录唯一无重复,空手机号列会自动留空符合要求。
内容的提问来源于stack exchange,提问作者Chris Kerngebiet
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